it should be noted that "The Bitter Lesson" is not a general principle, for example LLMs are not able to sum 1000 digits numbers, but a python program with a fe

it should be noted that "The Bitter Lesson" is not a general principle, for example LLMs are not able to sum 1000 digits numbers, but a python program with a few lines can do it. Also we provide tools (algorithms) for LLMs, these examples show that "The Bitter Lesson" is not true beyond a certain context.